GUO, P., LIU, M., ZHANG, B., LI, J., XIONG, Z., PIANO, S. and ZHANG, S., 2023. Surface texture characterisation with reduced boundary effect for diamond-turned micro-structured surfaces: Precision Engineering Precision Engineering. 79, 236-244 MINGYU LIU, NICOLA SENIN, RONG SU and RICHARD LEACH, 2022. Measurement of laser powder bed fusion surfaces with light scattering and unsupervised machine learning Measurement Science and Technology. 33(7), 074006 LIU M, SENIN N and LEACH R K, 2022. Measurement of laser-based powder bed fusion surfaces using light scattering and one-class support vector machines Proc. SPIE. 12137-7
MINGYU LIU, NICOLA SENIN and RICHARD LEACH, 2022. Performance comparison of machine learning models for the characterisation of additive surfaces using light scattering In: Met & Props 2022.
MINGYU LIU, NICOLA SENIN and RICHARD LEACH, 2022. CLASSIFICATION OF PBF-LB SURFACES USING LIGHT SCATTERING AND MACHINE LEARNING: INFLUENCE OF SCATTERING IMAGE RESOLUTION ON CLASSIFICATION ACCURACY AND SPEED In: ASPE-euspen topical meeting on Advancing Precision in Additive Manufacturing.
AHMET KOCA, MINGYU LIU and RICHARD LEACH, 2022. MICROSTRUCTURE ANALYSIS OF LASER-BASED POWDER BED FUSION SURFACES In: ASPE-euspen topical meeting on Advancing Precision in Additive Manufacturing.
HELIA HOOSHMAND, MINGYU LIU, RICHARD LEACH, SAMANTA PIANO, MINGYU LIU, RICHARD LEACH and SAMANTA PIANO, 2022. Quantifying the validity conditions of the Beckmann-Kirchhoff scattering model In: SPIE Optics + Photonics.
GUO, PAN, LIU, MINGYU, ZHANG, BOWEN, LI, JINTAO, XIONG, ZHIWEN, PIANO, SAMANTA and ZHANG, SHAOJIAN,, 2022. Surface texture characterisation with reduced boundary effect for diamond- turned micro-structured surfaces International Journal of Precision Engineering and Manufacturing. MINGYU LIU, NICOLA SENIN and RICHARD K LEACH, 2021. Intelligent quality monitoring for additive manufactured surfaces by machine learning and light scattering Proc. SPIE. 11782, 1178206
LIU M, SENIN N and LEACH R K, 2021. Fast measurement of metal laser powder bed fusion layer surfaces using light scattering and principal component analysis In: Proc. euspen/ASPE Advancing Precision in Additive Manufacturing.
SU, RONG, THOMAS, MATTHEW, LIU, MINGYU, DRS, JAKUB, BELLOUARD, YVES, PRUSS, CHRISTOF, COUPLAND, JEREMY and LEACH, RICHARD, 2020. Lens aberration compensation in interference microscopy: Optics and Lasers in Engineering 128, 106015 MINGYU LIU, CHI FAI CHEUNG, NICOLA SENIN, SHIXIANG WANG, RONG SU and RICHARD K LEACH, 2020. On-machine surface defect detection using light scattering and deep learning Journal of the Optical Society of America A. 37(9), B53
MINGYU LIU, 2020. Scattering approaches. In: RICHARD K LEACH, ed., Advances in Optical Surface Texture Metrology IOP Publishing. LIU, MINGYU, CHEUNG, CHI FAI, FENG, XIAOBING and WANG, CHUNJIN, 2019. Diamond machining of freeform-patterned surfaces on precision rollers: The International Journal of Advanced Manufacturing Technology The International Journal of Advanced Manufacturing Technology. SU R, THOMAS M, LIU M, COUPLAND J M and LEACH R K, 2019. High-accuracy surface measurement through modelling of the surface transfer function in interference microscopy In: Proc. SPIE.
MINGYU LIU, NICOLA SENIN and RICHARD LEACH, 2019. Surface characterisation with light scattering and machine learning In: Metrology & Properties of Surfaces.
MINGYU LIU, NICOLA SENIN and RICHARD LEACH, 2019. Defect detection for structured surfaces via light scattering and machine learning In: International Symposium on Measurement Technology and Intelligent Instruments (ISMTII2019).
CHEUNG, C. F., LIU, M. Y., LEACH, R., FENG, X. B. and ZHAO, C. Y., 2018. Hierarchical-information-based characterization of multiscale structured surfaces: Cirp Annals-Manufacturing Technology Cirp Annals-Manufacturing Technology. 67(1), 539-542 CHEUNG, C. F., WANG, C. J., CAO, Z. C., HO, L. T. and LIU, M. Y., 2018. Development of a multi-jet polishing process for inner surface finishing: Precision Engineering Precision Engineering. 52, 112-121 WANG, SHIXIANG, CHEUNG, F. CHI, REN, MINGJUN and LIU, MINGYU, 2018. Fiducial-Aided Robust Positioning of Optical Freeform Surfaces: Micromachines Micromachines. 9(2), CHEUNG, C. F., WANG, CHUNJIN, HO, LAI TING and LIU, MINGYU, 2018. An investigation of material removal characteristics in multi-jet polishing of cylindrical surfaces: 17th International Conference of the European Society for Precision Engineering and Nanotechnology (euspen2018) In: Venice, Italy
LIU, M. Y., CHEUNG, C. F., CHENG, C. H., SU, R. and LEACH, R. K., 2017. A Gaussian process and image registration based stitching method for high dynamic range measurement of precision surfaces: Precision Engineering Precision Engineering. 50, 99-106 LIU, M. Y., CHEUNG, C. F. and WANG, C. J., 2017. ANY-DEGREE-OF-FREEDOM REGISTRATION OF THREE-DIMENSIONAL SURFACES WITH UNBALANCED DEVIATIONS: The 32nd Annual Meeting for The American Society for Precision Engineering (ASPE) In: Charlotte, North Carolina, USA
LIU, MING YU, CHEUNG, CHI FAI and YANG, SHU MING, 2017. A study of extrapolation of freeform surfaces to improve the edge effect in surface filtering: ASPEN/ASPE Spring 2017 Topical Meeting Manufacture and Metrology of Structured and Freeform Surfaces for Functional Applications In: Hong Kong
LIU, MING YU, CHEUNG, CHI FAI and YANG, SHU MING, 2017. Geometrical Deviation Induced Measurement Error of Freeform Surfaces for Coordinate Measuring Machines: ISMTII2017-13th International Symposium on Measurement Technology and Intelligent Instruments In: Xi'an, China.
REN, M. J., SUN, L. J., LIU, M. Y., CHEUNG, C. F. and YIN, Y. H., 2017. A Reconstruction-Registration Integrated Data Fusion Method for Measurement of Multiscaled Complex Surfaces: Ieee Transactions on Instrumentation and Measurement IEEE Transactions on Instrumentation and Measurement. 66(3), 414-423 REN, M. J., SUN, L. J., LIU, M. Y., CHEUNG, C. F., YIN, Y. H. and CAO, Y. L., 2017. A weighted least square based data fusion method for precision measurement of freeform surfaces: Precision Engineering Precision Engineering. 48, 144-151 WANG, CHUNJIN, CHEUNG, CHI FAI, LIU, MINGYU and LEE, WING BUN, 2017. Fluid jet-array parallel machining of optical microstructure array surfaces: Optics Express Optics Express. 25(19), 22710-22725 WANG, C. J., CHEUNG, C. F., HO, L. T., LIU, M. Y. and LEE, W. B., 2017. A novel multi-jet polishing process and tool for high-efficiency polishing: International Journal of Machine Tools and Manufacture International Journal of Machine Tools and Manufacture. 115, 60-73 FENG, XIAOBING, SU, RONG, LIU, MINGYU and LEACH, RICHARD, 2017. Optical difference engine for defect inspection in highly-parallel manufacturing processes: 12th International Conference and Exhibition on Laser Metrology, Coordinate Measuring Machine and Machine Tool Performance (LAMDAMAP 2017) In: Gloucester, UK
CAO, Z. C., CHEN, J. B., LIU, M. Y. and CHEUNG, C. F., 2017. A Study of Self-Optimization of Surface Generation for Ultra-precision Polishing of Freeform Surfaces: 17th International Manufacturing Conference in China (IMCC2017) In: Shenzhen, China
CHEUNG, C. F., LIU, M. Y., LI, D. and HO, L. T., 2017. On-machine Metrology for Precision Manufacturing of Structured and Freeform Surfaces: 7th International Conference of the Asian Society for Precision Engineering and Nanotechnology (ASPEN2017) In: Seoul, Korea
LIU, MING YU, CHEUNG, CHI FAI, REN, MING JUN, CHENG, CHING HSIANG, KONG, LING BAO and LEE, WING BUN, 2016. A Framework of Data Fusion Algorithm for Precision Measurement of Multiscale Surfaces: Key Engineering Materials Key Engineering Materials. 679, 155-161 LIU, MING YU, CHEUNG, CHI FAI and CHEN, SHAN SHAN, 2016. A rotational stitching method for measuring cylindrical surfaces: 15th International Conference of the European Society for Precision Engineering and Nanotechnology In: Nottingham, UK
LIU, MING YU, CHEUNG, CHI FAI and LI, ZE, 2016. A gaussian process based data modelling and fusion method for multisensor coordinate measuring machines: American Society for Precision Engineering’s 31th Annual Meeting (ASPE2016) In: Portland, Oregon, USA
LIU , M. Y., CHEUNG, C. F. and ZHAO, C. Y., 2016. Multi-sensor CMM measurement of freeform objects with sharp features: 5th International Conference on Nanomanufacturing (nanoMan2016) In: Macau
KONG, LING BAO, CHEUNG, CHI FAI, LEE, WING BUN, TO, SUET, WANG, SU JUAN and LIU, MING YU, 2016. A Study of Tool Path Generation for Machining of Precision Roller with Wavy Patterned Microstructures by Slow Tool Servo: Key Engineering Materials Key Engineering Materials. 679, 191-197
ZHAO, C. Y., CHEUNG, C. F. and LIU, M. Y., 2016. A Study of Influence of Machining Parameters on Process Chain in Ultra-precision Raster Milling: 5th International Conference on Nanomanufacturing (nanoMan2016) In: Macau
LIU, MING YU, CHEUNG, CHI FAI and REN, MING JUN, 2015. Characterization of directional features for precision surfaces using curvelet: American Society for Precision Engineering’s 30th Annual Meeting (ASPE2015) In: Austin, Texas, USA
LIU, M. Y., CHEUNG, C. F., REN, M. J., KONG, L. B., LEE, W. B., CHENG, C. H. and CHEN, X., 2014. A study of real-time spindle error compensation in single-point diamond turning of optical micro-structured patterns on precision rollers: ASPE/ASPEN Summer Topical Meeting Manufacture and Metrology of Freeform and Off-Axis Aspheric Surfaces In: Kohala Coast, Hawaii, USA
LIU, MINGYU, SENINA, NICOLA and LEACHA, RICHARD, Measurement of laser-based powder bed fusion surfaces using light scattering and one-class support vector machines